Math Problem Statement

Simply the trace property

Solution

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Math Problem Analysis

Mathematical Concepts

Matrix Algebra
Trace Property
Quadratic Forms

Formulas

tr(AB) = tr(BA)
tr(A) = sum of diagonal elements of matrix A

Theorems

Cyclic Property of Trace
Linearity of Trace

Suitable Grade Level

Undergraduate Level (Mathematics/Statistics)